public void SerializeDeserializeBinaryTest()
{
Network net = new Network();
Node inNode1 = new Node(Node.ENodeType.SENSOR, 1);
Node inNode2 = new Node(Node.ENodeType.SENSOR, 2);
Node hiddenNode = new Node(Node.ENodeType.HIDDEN, 3);
Node outNode1 = new Node(Node.ENodeType.OUTPUT, 4);
Node outNode2 = new Node(Node.ENodeType.OUTPUT, 5);
net.AddNodes(new Node[] { inNode1, inNode2, hiddenNode, outNode1, outNode2 });
net.AddLink(new Link(inNode1, hiddenNode, false, 1.0f));
net.AddLink(new Link(inNode2, hiddenNode, false, 2.0f));
net.AddLink(new Link(hiddenNode, outNode1, false, 3.0f));
net.AddLink(new Link(hiddenNode, outNode2, false, 4.0f));
net.ActivationFunction = new TestActivationFunction();
net.SaveNetworkToFile("./test");
net = Network.LoadNetworkFromFile("./test");
// Check nodes
Assert.AreEqual(5, net.Nodes.Count);
Assert.AreEqual(2, net.Input.Count);
Assert.AreEqual(2, net.Output.Count);
for (int i = 0; i < 5; ++i)
{
Assert.AreEqual(i + 1, net.Nodes[i].ID);
}
// Check links
Assert.AreEqual(4, net.Links.Count);
for (int i = 0; i < 4; ++i)
{
Assert.AreEqual(i + 1, net.Links[i].Weight);
Assert.AreEqual(false, net.Links[i].IsRecurrent);
}
Assert.AreEqual(1, net.Links[0].InNode.ID);
Assert.AreEqual(3, net.Links[0].OutNode.ID);
Assert.AreEqual(2, net.Links[1].InNode.ID);
Assert.AreEqual(3, net.Links[1].OutNode.ID);
Assert.AreEqual(3, net.Links[2].InNode.ID);
Assert.AreEqual(4, net.Links[2].OutNode.ID);
Assert.AreEqual(3, net.Links[3].InNode.ID);
Assert.AreEqual(5, net.Links[3].OutNode.ID);
Assert.IsTrue(net.ActivationFunction is TestActivationFunction);
}
static void Main(string[] args)
{
string scientist = Console.ReadLine();
if (scientist.Equals(Erdos))
{
Console.WriteLine(0);
return;
}
//
int N = int.Parse(Console.ReadLine());
for (int i = 0; i < N; i++)
{
string title = Console.ReadLine();
Titles.Add(title);
}
for (int i = 0; i < N; i++)
{
string authors = Console.ReadLine();
Authors.Add(authors);
}
//
Network network = new Network();
//For each title
for (int i = 0; i < N; i++)
{
//Console.Error.WriteLine(Titles[i]);
string[] names = Authors[i].Split(' ');
int numAuthors = names.Length;
for (int j = 0; j < numAuthors; j++)
{
for (int k = j + 1; k < numAuthors; k++)
{
//Console.Error.WriteLine(j + " " + k);
network.AddLink(
new Link(names[j], names[k], Titles[i]));
}
}
}
//
List <string> works = network.FindPath(Erdos, scientist);
if (works == null)
{
Console.WriteLine("infinite");
return;
}
Console.WriteLine(works.Count());
foreach (string work in works)
{
Console.WriteLine(work);
}
}
public void ActivateTest_HiddenNotConnected_Expected_True()
{
// Create network and leave hidden layer not connected
Network net = new Network();
Node inNode1 = new Node(Node.ENodeType.SENSOR, 1);
Node inNode2 = new Node(Node.ENodeType.SENSOR, 2);
Node hiddenNode = new Node(Node.ENodeType.HIDDEN, 3);
Node outNode1 = new Node(Node.ENodeType.OUTPUT, 4);
Node outNode2 = new Node(Node.ENodeType.OUTPUT, 5);
net.AddNodes(new Node[] { inNode1, inNode2, hiddenNode, outNode1, outNode2 });
net.AddLink(new Link(inNode1, outNode1, false, 1.0f));
net.AddLink(new Link(inNode2, outNode2, false, 1.0f));
Assert.AreEqual(true, net.Activate());
}
public void SetInputTest_NullInput_Expected_Exception()
{
Network net = new Network();
Node inNode1 = new Node(Node.ENodeType.SENSOR, 1);
Node inNode2 = new Node(Node.ENodeType.SENSOR, 2);
Node hiddenNode = new Node(Node.ENodeType.HIDDEN, 3);
Node outNode1 = new Node(Node.ENodeType.OUTPUT, 4);
Node outNode2 = new Node(Node.ENodeType.OUTPUT, 5);
net.AddNodes(new Node[] { inNode1, inNode2, hiddenNode, outNode1, outNode2 });
net.AddLink(new Link(inNode1, hiddenNode, false, 1.0f));
net.AddLink(new Link(inNode2, hiddenNode, false, 1.0f));
net.AddLink(new Link(hiddenNode, outNode1, false, 1.0f));
net.SetInput(null);
}
public void ActivateTest_OneOutputNotConnected_Expected_False()
{
// Create network and leave one of the output nodes unconnected
Network net = new Network();
Node inNode1 = new Node(Node.ENodeType.SENSOR, 1);
Node inNode2 = new Node(Node.ENodeType.SENSOR, 2);
Node hiddenNode = new Node(Node.ENodeType.HIDDEN, 3);
Node outNode1 = new Node(Node.ENodeType.OUTPUT, 4);
Node outNode2 = new Node(Node.ENodeType.OUTPUT, 5);
net.AddNodes(new Node[] { inNode1, inNode2, hiddenNode, outNode1, outNode2 });
net.AddLink(new Link(inNode1, hiddenNode, false, 1.0f));
net.AddLink(new Link(inNode2, hiddenNode, false, 1.0f));
net.AddLink(new Link(hiddenNode, outNode1, false, 1.0f));
Assert.AreEqual(false, net.Activate());
}
public void ActivateTest_AllOutputsConnected_Expected_True()
{
// Create network and make all outputs connected to the network
Network net = new Network();
Node inNode1 = new Node(Node.ENodeType.SENSOR, 1);
Node inNode2 = new Node(Node.ENodeType.SENSOR, 2);
Node hiddenNode = new Node(Node.ENodeType.HIDDEN, 3);
Node outNode1 = new Node(Node.ENodeType.OUTPUT, 4);
Node outNode2 = new Node(Node.ENodeType.OUTPUT, 5);
net.AddNodes(new Node[] { inNode1, inNode2, hiddenNode, outNode1, outNode2 });
net.AddLink(new Link(inNode1, hiddenNode, false, 1.0f));
net.AddLink(new Link(inNode2, hiddenNode, false, 1.0f));
net.AddLink(new Link(hiddenNode, outNode1, false, 1.0f));
net.AddLink(new Link(hiddenNode, outNode2, false, 1.0f));
Assert.AreEqual(true, net.Activate());
}
public void SetInputTest_Correct()
{
Network net = new Network();
Node inNode1 = new Node(Node.ENodeType.SENSOR, 1);
Node inNode2 = new Node(Node.ENodeType.SENSOR, 2);
Node hiddenNode = new Node(Node.ENodeType.HIDDEN, 3);
Node outNode1 = new Node(Node.ENodeType.OUTPUT, 4);
Node outNode2 = new Node(Node.ENodeType.OUTPUT, 5);
net.AddNodes(new Node[] { inNode1, inNode2, hiddenNode, outNode1, outNode2 });
net.AddLink(new Link(inNode1, hiddenNode, false, 1.0f));
net.AddLink(new Link(inNode2, hiddenNode, false, 1.0f));
net.AddLink(new Link(hiddenNode, outNode1, false, 1.0f));
net.SetInput(new float[] { 1.0f, 2.0f });
Assert.AreEqual(1.0f, inNode1.Activation);
Assert.AreEqual(2.0f, inNode2.Activation);
}
public void ComputeNodesActivationSumTest(float expectedOutput, float weight1, float weight2, float weight3)
{
Network net = new Network();
Node inNode1 = new Node(Node.ENodeType.SENSOR, 1);
Node inNode2 = new Node(Node.ENodeType.SENSOR, 2);
Node inNode3 = new Node(Node.ENodeType.OUTPUT, 3);
Node hiddenNode = new Node(Node.ENodeType.HIDDEN, 4);
Node outNode1 = new Node(Node.ENodeType.OUTPUT, 5);
net.AddNodes(new Node[] { inNode1, inNode2, inNode3, hiddenNode, outNode1 });
inNode1.Activation = 1.0f; inNode1.ActivationCount = 1;
inNode2.Activation = 2.0f; inNode2.ActivationCount = 1;
inNode3.Activation = 4.0f; inNode3.ActivationCount = 1;
net.AddLink(new Link(inNode1, hiddenNode, false, weight1));
net.AddLink(new Link(inNode2, hiddenNode, false, weight2));
net.AddLink(new Link(hiddenNode, outNode1, false, weight3));
net.ComputeNodesActivationSum();
Assert.AreEqual(expectedOutput, hiddenNode.ActivationSum);
}
static void Main(string[] args)
{
//
Network network = new Network();
string[] inputs;
inputs = Console.ReadLine().Split(' ');
int N = int.Parse(inputs[0]); // the total number of nodes in the level, including the gateways
int L = int.Parse(inputs[1]); // the number of links
int E = int.Parse(inputs[2]); // the number of exit gateways
for (int i = 0; i < L; i++)
{
inputs = Console.ReadLine().Split(' ');
int N1 = int.Parse(inputs[0]); // N1 and N2 defines a link between these nodes
int N2 = int.Parse(inputs[1]);
Link link = new Link(N1, N2);
network.AddLink(link);
}
network.Gateways = new int[E];
for (int i = 0; i < E; i++)
{
int EI = int.Parse(Console.ReadLine()); // the index of a gateway node
network.Gateways[i] = EI;
}
// game loop
while (true)
{
int SI = int.Parse(Console.ReadLine()); // The index of the node on which the Skynet agent is positioned this turn
//Cut the link if Skynet is next to a gateway
Link link = network.IsAdjGateway(SI);
//If not next to a gateway, get the most risky node
if (link == null)
{
link = network.GetLink(SI);
}
//
link.Cut();
//
Console.WriteLine(link.node1.ToString() + " " + link.node2.ToString());
}
}
public static Network GenerateNodes(Network net)
{
for (int i = 1; i <= 6; i++)
{
net.AddNode("N" + i.ToString());
}
net.AddLink("N1", "N2", 5);
net.AddLink("N1", "N4", 4);
net.AddLink("N2", "N3", 8);
net.AddLink("N2", "N4", 1);
net.AddLink("N3", "N5", 6);
net.AddLink("N5", "N6", 11);
net.AddLink("N4", "N6", 4);
return(net);
}